Implantation et évaluation d'un programme de formation à l'Offre active de
Bibliographic record
Abstract
Cette communication presente les demarches d'implantation et d'evaluation d'une formation a l'offre active de services sociaux et de sante en francais a l'Universite d'Ottawa. Selon une approche collaborative, chercheurs et formateurs ont travaille ensemble afin d'identifier des objectifs et des activites pedagogiques en lien a l'offre active pouvant etre integres dans un ou des cours a l'interieur de deux programmes d'etudes, soit la maitrise en ergotherapie et la baccalaureat en service social. Ce projet pilote a ete documente et analyse pour en retirer les defis, les strategies gagnantes et les points d'amelioration, dans le but de proposer par la suite une telle formation dans d'autres programmes d'etudes et dans d'autres colleges ou universites canadiennes.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.051 | 0.062 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.002 |
| Science and technology studies | 0.009 | 0.008 |
| Scholarly communication | 0.009 | 0.004 |
| Open science | 0.003 | 0.013 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.009 | 0.001 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".